Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
Product Overview
Text region detector automatically detects the presence of text in natural scene images. Detecting text in constrained, controlled environments can typically be accomplished by using heuristic-based approaches. Natural scene text detection is different — and much more challenging. This model overcomes challenges related to Natural scene text detection like Image/sensor noise, Viewing angles, Blurring, Lighting conditions, Resolution, Non-paper objects, Non-planar objects, Unknown layout.
Key Data
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Highlights
Natural scene text detection has challenges like Image/sensor noise, Viewing angles, Blurring, Lighting conditions, Resolution, Non-paper objects, Non-planar objects, Unknown layout. This model does a descent job.
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
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Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$0.10/hr
running on ml.c5.xlarge
Model Batch Transform$0.10/hr
running on ml.c5.xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.204/host/hr
running on ml.c5.xlarge
SageMaker Batch Transform$0.204/host/hr
running on ml.c5.xlarge
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
---|---|---|
ml.c5.xlarge Vendor Recommended | $0.10 |
Usage Information
Fulfillment Methods
Amazon SageMaker
See example notebook for example usage.
Additional Resources
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Support Information
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Customer Reviews
Saswat M.
View allA great tool for text recognition in natural scene images
Nov 16, 2023
What do you like best about the product?Text region detector automatically detects the presence of
text in natural scene images. Detecting text in constrained, controlled environments can typically be
accomplished by using heuristic-based approach.What do you dislike about the product?... Read more
text in natural scene images. Detecting text in constrained, controlled environments can typically be
accomplished by using heuristic-based approach.What do you dislike about the product?... Read more
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